Development of A Data Collection and Transmission Device for Forecasting Grain Yields

The purpose of the study is to develop a system for collecting and transmitting agrochemical and meteorological data from a crop field in order to build a predictive model of yield using an ANN. The development of a device for collecting and transmitting data for forecasting the yield of grain crops is under consideration. A block diagram of a data collection and processing device is presented. The functional and structural elements of the developed device are indicated, the sensors included in the device are described, and the methods of operation of each of its parts are described. The principle of operation of the device is described.

Authors

Publication Details

Journal
Trudy Universiteta
Published
2024-12-24
DOI
https://doi.org/10.52209/1609-1825_2024_4_381
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
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article

Development of A Data Collection and Transmission Device for Forecasting Grain Yields

Aizhan Aytulina, G. R. Aubakirova, A. A. Kashevkin, Pavel Petrov et al.
Trudy Universiteta
Advanced Algorithms and Applications
article

Development of A Data Collection and Transmission Device for Forecasting Grain Yields

Aizhan Aytulina, G. R. Aubakirova, A. A. Kashevkin, Pavel Petrov, Bayan TILESH
article en

Abstract

The purpose of the study is to develop a system for collecting and transmitting agrochemical and meteorological data from a crop field in order to build a predictive model of yield using an ANN. The development of a device for collecting and transmitting data for forecasting the yield of grain crops is under consideration. A block diagram of a data collection and processing device is presented. The functional and structural elements of the developed device are indicated, the sensors included in the device are described, and the methods of operation of each of its parts are described. The principle of operation of the device is described.

Trudy UniversitetaVol. 4(97)
Openalex Percentile: Top 69%
Advanced Algorithms and Applications
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Development of A Data Collection and Transmission Device for Forecasting Grain Yields — Aizhan Aytulina, G. R. Aubakirova, et al. · Trudy Universiteta (2024) | TGRS Research Map | TGRS